2024-04-30 East Caribbean Dollar News
2024-04-29
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of Exchange Rates Over Time
The dataset provided offers a series of exchange rates over various time points for a single day (April 29, 2024). The examination of this data series reveals certain patterns and trends. Detailed interpretation is as follow:
1. Overall Trend
In the given dataset, the overall trend of the exchange rates exhibits a gradual increase. The rate starts from 0.50461 at the beginning of the day (00:00:02), and finishes at a rate of 0.50627 (23:45:02). It's significant to note that while there are fluctuations in the rates throughout the day, the overall pattern displays a moderate rise.
2. Identification of Seasonality or Recurring Patterns
As the data sample size spans across a single day only, it is difficult to identify any recurring seasonal patterns in the variations of exchange rates. Nonetheless, intra-day patterns could be inferred but should be taken with a pinch of caution considering the limited period window.
An apparent observation from the data is that exchange rates tend to increase more drastically during specific hours - particularly around 02:00, 08:00, 09:00, 16:00, and 22:00. This could possibly be due to increased trading activities during these hours, which typically coincide with the opening and closing hours of major international financial markets.
3. Outliers or Significant Variations
Several instances can be identified where the exchange rate values have shown significant deviations from the general trend. The most conspicuous one is observed around 14:05:05 where the rate suddenly increases to 0.50584 from 0.50547 at 14:00:05. This surge is significant compared to previous gradual increments.
Similar instances were also observed around 22:15:02, where the value has shown a sudden climb to 0.50626 from 0.50613 at 22:10:02. However, due to the single-day scope of the dataset, it is challenging to determine whether these represent typical fluctuations stemming from higher trading volumes or are actual outliers.
In conclusion, the dataset provided a detailed time-series exchange rate data for a single day. The overall trend in rates for the day was slightly upward, with occasional notable spikes in value. To achieve a comprehensive understanding of the exchange rate dynamics, a longer-term dataset spanning multiple weeks, months, or years would be necessary.